Overview
Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 74111 |
| Missing cells | 83752 |
| Missing cells (%) | 3.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 174.0 MiB |
| Average record size in memory | 2.4 KiB |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 5 |
| Text | 6 |
| Boolean | 4 |
| DateTime | 3 |
| URL | 1 |
accommodates is highly overall correlated with bedrooms and 2 other fields | High correlation |
bedrooms is highly overall correlated with accommodates and 1 other fields | High correlation |
beds is highly overall correlated with accommodates and 1 other fields | High correlation |
city is highly overall correlated with latitude and 1 other fields | High correlation |
latitude is highly overall correlated with city and 1 other fields | High correlation |
log_price is highly overall correlated with accommodates | High correlation |
longitude is highly overall correlated with city and 1 other fields | High correlation |
property_type is highly imbalanced (68.7%) | Imbalance |
bed_type is highly imbalanced (89.7%) | Imbalance |
host_has_profile_pic is highly imbalanced (97.0%) | Imbalance |
first_review has 15864 (21.4%) missing values | Missing |
host_response_rate has 18299 (24.7%) missing values | Missing |
last_review has 15827 (21.4%) missing values | Missing |
neighbourhood has 6872 (9.3%) missing values | Missing |
review_scores_rating has 16722 (22.6%) missing values | Missing |
thumbnail_url has 8216 (11.1%) missing values | Missing |
zipcode has 966 (1.3%) missing values | Missing |
id has unique values | Unique |
latitude has unique values | Unique |
longitude has unique values | Unique |
number_of_reviews has 15819 (21.3%) zeros | Zeros |
bedrooms has 6715 (9.1%) zeros | Zeros |
Reproduction
| Analysis started | 2025-12-05 17:52:02.204807 |
|---|---|
| Analysis finished | 2025-12-05 17:52:19.102251 |
| Duration | 16.9 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
Unique
| Distinct | 74111 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11266617 |
| Minimum | 344 |
|---|---|
| Maximum | 21230903 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 579.1 KiB |
Quantile statistics
| Minimum | 344 |
|---|---|
| 5-th percentile | 837770 |
| Q1 | 6261964.5 |
| median | 12254147 |
| Q3 | 16402260 |
| 95-th percentile | 20017610 |
| Maximum | 21230903 |
| Range | 21230559 |
| Interquartile range (IQR) | 10140296 |
Descriptive statistics
| Standard deviation | 6081734.9 |
|---|---|
| Coefficient of variation (CV) | 0.53980133 |
| Kurtosis | -1.1336229 |
| Mean | 11266617 |
| Median Absolute Deviation (MAD) | 4854945 |
| Skewness | -0.2606158 |
| Sum | 8.3498026 × 1011 |
| Variance | 3.6987499 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6901257 | 1 | < 0.1% |
| 6304928 | 1 | < 0.1% |
| 7919400 | 1 | < 0.1% |
| 13418779 | 1 | < 0.1% |
| 3808709 | 1 | < 0.1% |
| 12422935 | 1 | < 0.1% |
| 11825529 | 1 | < 0.1% |
| 13971273 | 1 | < 0.1% |
| 180792 | 1 | < 0.1% |
| 5385260 | 1 | < 0.1% |
| Other values (74101) | 74101 |
| Value | Count | Frequency (%) |
| 344 | 1 | |
| 941 | 1 | |
| 2404 | 1 | |
| 2515 | 1 | |
| 2732 | 1 | |
| 2864 | 1 | |
| 3152 | 1 | |
| 3330 | 1 | |
| 3362 | 1 | |
| 3662 | 1 |
| Value | Count | Frequency (%) |
| 21230903 | 1 | |
| 21228356 | 1 | |
| 21227973 | 1 | |
| 21227461 | 1 | |
| 21227196 | 1 | |
| 21218973 | 1 | |
| 21218751 | 1 | |
| 21217774 | 1 | |
| 21215451 | 1 | |
| 21213790 | 1 |
log_price
Real number (ℝ)
High correlation
| Distinct | 767 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7820691 |
| Minimum | 0 |
|---|---|
| Maximum | 7.6004023 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 579.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.6888795 |
| Q1 | 4.3174881 |
| median | 4.7095302 |
| Q3 | 5.2203558 |
| 95-th percentile | 6.0520892 |
| Maximum | 7.6004023 |
| Range | 7.6004023 |
| Interquartile range (IQR) | 0.90286771 |
Descriptive statistics
| Standard deviation | 0.71739378 |
|---|---|
| Coefficient of variation (CV) | 0.15001744 |
| Kurtosis | 0.66060828 |
| Mean | 4.7820691 |
| Median Absolute Deviation (MAD) | 0.46103496 |
| Skewness | 0.51469541 |
| Sum | 354403.92 |
| Variance | 0.51465384 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.010635294 | 2729 | 3.7% |
| 4.605170186 | 2707 | 3.7% |
| 4.317488114 | 2049 | 2.8% |
| 5.298317367 | 1923 | 2.6% |
| 3.912023005 | 1920 | 2.6% |
| 4.094344562 | 1800 | 2.4% |
| 4.382026635 | 1725 | 2.3% |
| 4.828313737 | 1713 | 2.3% |
| 4.17438727 | 1635 | 2.2% |
| 4.248495242 | 1605 | 2.2% |
| Other values (757) | 54305 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1.609437912 | 1 | < 0.1% |
| 2.302585093 | 30 | |
| 2.397895273 | 1 | < 0.1% |
| 2.48490665 | 5 | < 0.1% |
| 2.564949357 | 1 | < 0.1% |
| 2.63905733 | 1 | < 0.1% |
| 2.708050201 | 58 | |
| 2.772588722 | 10 | < 0.1% |
| 2.833213344 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 7.600402335 | 5 | |
| 7.598399329 | 6 | |
| 7.595889918 | 1 | < 0.1% |
| 7.590852124 | 1 | < 0.1% |
| 7.588323677 | 1 | < 0.1% |
| 7.575584652 | 7 | |
| 7.569411792 | 1 | < 0.1% |
| 7.549609165 | 7 | |
| 7.546974118 | 1 | < 0.1% |
| 7.543802868 | 1 | < 0.1% |
property_type
Categorical
Imbalance
| Distinct | 35 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 MiB |
| Apartment | |
|---|---|
| House | |
| Condominium | 2658 |
| Townhouse | 1692 |
| Loft | 1244 |
| Other values (30) | 3003 |
Length
| Max length | 18 |
|---|---|
| Median length | 9 |
| Mean length | 8.0775054 |
| Min length | 3 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Apartment |
|---|---|
| 2nd row | Apartment |
| 3rd row | Apartment |
| 4th row | House |
| 5th row | Apartment |
Common Values
| Value | Count | Frequency (%) |
| Apartment | 49003 | |
| House | 16511 | 22.3% |
| Condominium | 2658 | 3.6% |
| Townhouse | 1692 | 2.3% |
| Loft | 1244 | 1.7% |
| Other | 607 | 0.8% |
| Guesthouse | 498 | 0.7% |
| Bed & Breakfast | 462 | 0.6% |
| Bungalow | 366 | 0.5% |
| Villa | 179 | 0.2% |
| Other values (25) | 891 | 1.2% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| apartment | 49024 | |
| house | 16515 | 21.9% |
| condominium | 2658 | 3.5% |
| townhouse | 1692 | 2.2% |
| loft | 1244 | 1.7% |
| other | 607 | 0.8% |
| guesthouse | 498 | 0.7% |
| bed | 462 | 0.6% |
| 462 | 0.6% | |
| breakfast | 462 | 0.6% |
| Other values (32) | 1641 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 101449 | |
| e | 70575 | |
| n | 56574 | |
| m | 54664 | |
| a | 50949 | |
| r | 50452 | |
| p | 49123 | |
| A | 49003 | |
| o | 27768 | 4.6% |
| u | 22637 | 3.8% |
| Other values (32) | 65438 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 598632 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 101449 | |
| e | 70575 | |
| n | 56574 | |
| m | 54664 | |
| a | 50949 | |
| r | 50452 | |
| p | 49123 | |
| A | 49003 | |
| o | 27768 | 4.6% |
| u | 22637 | 3.8% |
| Other values (32) | 65438 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 598632 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 101449 | |
| e | 70575 | |
| n | 56574 | |
| m | 54664 | |
| a | 50949 | |
| r | 50452 | |
| p | 49123 | |
| A | 49003 | |
| o | 27768 | 4.6% |
| u | 22637 | 3.8% |
| Other values (32) | 65438 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 598632 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 101449 | |
| e | 70575 | |
| n | 56574 | |
| m | 54664 | |
| a | 50949 | |
| r | 50452 | |
| p | 49123 | |
| A | 49003 | |
| o | 27768 | 4.6% |
| u | 22637 | 3.8% |
| Other values (32) | 65438 |
room_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.4 MiB |
| Entire home/apt | |
|---|---|
| Private room | |
| Shared room | 2163 |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 13.643035 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Entire home/apt |
|---|---|
| 2nd row | Entire home/apt |
| 3rd row | Entire home/apt |
| 4th row | Entire home/apt |
| 5th row | Entire home/apt |
Common Values
| Value | Count | Frequency (%) |
| Entire home/apt | 41310 | |
| Private room | 30638 | |
| Shared room | 2163 | 2.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| entire | 41310 | |
| home/apt | 41310 | |
| room | 32801 | |
| private | 30638 | |
| shared | 2163 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 115421 | |
| t | 113258 | |
| o | 106912 | |
| r | 106912 | |
| 74111 | 7.3% | |
| a | 74111 | 7.3% |
| m | 74111 | 7.3% |
| i | 71948 | 7.1% |
| h | 43473 | 4.3% |
| E | 41310 | 4.1% |
| Other values (7) | 189532 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1011099 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 115421 | |
| t | 113258 | |
| o | 106912 | |
| r | 106912 | |
| 74111 | 7.3% | |
| a | 74111 | 7.3% |
| m | 74111 | 7.3% |
| i | 71948 | 7.1% |
| h | 43473 | 4.3% |
| E | 41310 | 4.1% |
| Other values (7) | 189532 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1011099 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 115421 | |
| t | 113258 | |
| o | 106912 | |
| r | 106912 | |
| 74111 | 7.3% | |
| a | 74111 | 7.3% |
| m | 74111 | 7.3% |
| i | 71948 | 7.1% |
| h | 43473 | 4.3% |
| E | 41310 | 4.1% |
| Other values (7) | 189532 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1011099 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 115421 | |
| t | 113258 | |
| o | 106912 | |
| r | 106912 | |
| 74111 | 7.3% | |
| a | 74111 | 7.3% |
| m | 74111 | 7.3% |
| i | 71948 | 7.1% |
| h | 43473 | 4.3% |
| E | 41310 | 4.1% |
| Other values (7) | 189532 |
amenities
Text
| Distinct | 67122 |
|---|---|
| Distinct (%) | 90.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.1 MiB |
Length
| Max length | 1496 |
|---|---|
| Median length | 777 |
| Mean length | 267.89765 |
| Min length | 2 |
Unique
| Unique | 63597 ? |
|---|---|
| Unique (%) | 85.8% |
Sample
| 1st row | {"Wireless Internet","Air conditioning",Kitchen,Heating,"Family/kid friendly",Essentials,"Hair dryer",Iron,"translation missing: en.hosting_amenity_50"} |
|---|---|
| 2nd row | {"Wireless Internet","Air conditioning",Kitchen,Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"translation missing: en.hosting_amenity_50"} |
| 3rd row | {TV,"Cable TV","Wireless Internet","Air conditioning",Kitchen,Breakfast,"Buzzer/wireless intercom",Heating,"Family/kid friendly","Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","translation missing: en.hosting_amenity_50"} |
| 4th row | {TV,"Cable TV",Internet,"Wireless Internet",Kitchen,"Indoor fireplace","Buzzer/wireless intercom",Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials} |
| 5th row | {TV,Internet,"Wireless Internet","Air conditioning",Kitchen,"Elevator in building",Heating,"Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Shampoo} |
| Value | Count | Frequency (%) |
| internet","air | 54116 | 4.9% |
| on | 51429 | 4.7% |
| monoxide | 47190 | 4.3% |
| detector","carbon | 46664 | 4.3% |
| missing | 45718 | 4.2% |
| friendly | 44137 | 4.0% |
| dryer",iron,"laptop | 29159 | 2.7% |
| aid | 27532 | 2.5% |
| detector","first | 26900 | 2.5% |
| parking | 23757 | 2.2% |
| Other values (6673) | 699688 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1912718 | 9.6% |
| " | 1404232 | 7.1% |
| n | 1391739 | 7.0% |
| i | 1373633 | 6.9% |
| r | 1365318 | 6.9% |
| , | 1230421 | 6.2% |
| t | 1212287 | 6.1% |
| o | 1106460 | 5.6% |
| 1022179 | 5.1% | |
| s | 913018 | 4.6% |
| Other values (53) | 6922158 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 19854163 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1912718 | 9.6% |
| " | 1404232 | 7.1% |
| n | 1391739 | 7.0% |
| i | 1373633 | 6.9% |
| r | 1365318 | 6.9% |
| , | 1230421 | 6.2% |
| t | 1212287 | 6.1% |
| o | 1106460 | 5.6% |
| 1022179 | 5.1% | |
| s | 913018 | 4.6% |
| Other values (53) | 6922158 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 19854163 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1912718 | 9.6% |
| " | 1404232 | 7.1% |
| n | 1391739 | 7.0% |
| i | 1373633 | 6.9% |
| r | 1365318 | 6.9% |
| , | 1230421 | 6.2% |
| t | 1212287 | 6.1% |
| o | 1106460 | 5.6% |
| 1022179 | 5.1% | |
| s | 913018 | 4.6% |
| Other values (53) | 6922158 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 19854163 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1912718 | 9.6% |
| " | 1404232 | 7.1% |
| n | 1391739 | 7.0% |
| i | 1373633 | 6.9% |
| r | 1365318 | 6.9% |
| , | 1230421 | 6.2% |
| t | 1212287 | 6.1% |
| o | 1106460 | 5.6% |
| 1022179 | 5.1% | |
| s | 913018 | 4.6% |
| Other values (53) | 6922158 |
accommodates
Real number (ℝ)
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1551457 |
| Minimum | 1 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 579.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.153589 |
|---|---|
| Coefficient of variation (CV) | 0.68256404 |
| Kurtosis | 7.4324614 |
| Mean | 3.1551457 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.2315606 |
| Sum | 233831 |
| Variance | 4.6379454 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 2 | 31854 | |
| 4 | 12066 | 16.3% |
| 1 | 9434 | 12.7% |
| 3 | 7794 | 10.5% |
| 6 | 4969 | 6.7% |
| 5 | 3444 | 4.6% |
| 8 | 1795 | 2.4% |
| 7 | 946 | 1.3% |
| 10 | 701 | 0.9% |
| 16 | 301 | 0.4% |
| Other values (6) | 807 | 1.1% |
| Value | Count | Frequency (%) |
| 1 | 9434 | 12.7% |
| 2 | 31854 | |
| 3 | 7794 | 10.5% |
| 4 | 12066 | 16.3% |
| 5 | 3444 | 4.6% |
| 6 | 4969 | 6.7% |
| 7 | 946 | 1.3% |
| 8 | 1795 | 2.4% |
| 9 | 270 | 0.4% |
| 10 | 701 | 0.9% |
| Value | Count | Frequency (%) |
| 16 | 301 | 0.4% |
| 15 | 54 | 0.1% |
| 14 | 104 | 0.1% |
| 13 | 36 | < 0.1% |
| 12 | 264 | 0.4% |
| 11 | 79 | 0.1% |
| 10 | 701 | 0.9% |
| 9 | 270 | 0.4% |
| 8 | 1795 | |
| 7 | 946 |
bathrooms
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 200 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2352627 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 198 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 579.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5820441 |
|---|---|
| Coefficient of variation (CV) | 0.47119055 |
| Kurtosis | 22.236542 |
| Mean | 1.2352627 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.6914529 |
| Sum | 91299.5 |
| Variance | 0.33877533 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 1 | 58099 | |
| 2 | 7936 | 10.7% |
| 1.5 | 3801 | 5.1% |
| 2.5 | 1567 | 2.1% |
| 3 | 1066 | 1.4% |
| 3.5 | 429 | 0.6% |
| 4 | 286 | 0.4% |
| 0.5 | 209 | 0.3% |
| 0 | 198 | 0.3% |
| 4.5 | 116 | 0.2% |
| Other values (7) | 204 | 0.3% |
| (Missing) | 200 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 198 | 0.3% |
| 0.5 | 209 | 0.3% |
| 1 | 58099 | |
| 1.5 | 3801 | 5.1% |
| 2 | 7936 | 10.7% |
| 2.5 | 1567 | 2.1% |
| 3 | 1066 | 1.4% |
| 3.5 | 429 | 0.6% |
| 4 | 286 | 0.4% |
| 4.5 | 116 | 0.2% |
| Value | Count | Frequency (%) |
| 8 | 41 | 0.1% |
| 7.5 | 6 | < 0.1% |
| 7 | 10 | < 0.1% |
| 6.5 | 12 | < 0.1% |
| 6 | 24 | < 0.1% |
| 5.5 | 39 | 0.1% |
| 5 | 72 | 0.1% |
| 4.5 | 116 | 0.2% |
| 4 | 286 | |
| 3.5 | 429 |
bed_type
Categorical
Imbalance
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 MiB |
| Real Bed | |
|---|---|
| Futon | 753 |
| Pull-out Sofa | 585 |
| Airbed | 477 |
| Couch | 268 |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 7.9852653 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Real Bed |
|---|---|
| 2nd row | Real Bed |
| 3rd row | Real Bed |
| 4th row | Real Bed |
| 5th row | Real Bed |
Common Values
| Value | Count | Frequency (%) |
| Real Bed | 72028 | |
| Futon | 753 | 1.0% |
| Pull-out Sofa | 585 | 0.8% |
| Airbed | 477 | 0.6% |
| Couch | 268 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| real | 72028 | |
| bed | 72028 | |
| futon | 753 | 0.5% |
| pull-out | 585 | 0.4% |
| sofa | 585 | 0.4% |
| airbed | 477 | 0.3% |
| couch | 268 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 144533 | |
| l | 73198 | |
| a | 72613 | |
| 72613 | ||
| d | 72505 | |
| R | 72028 | |
| B | 72028 | |
| u | 2191 | 0.4% |
| o | 2191 | 0.4% |
| t | 1338 | 0.2% |
| Other values (13) | 6558 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 591796 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 144533 | |
| l | 73198 | |
| a | 72613 | |
| 72613 | ||
| d | 72505 | |
| R | 72028 | |
| B | 72028 | |
| u | 2191 | 0.4% |
| o | 2191 | 0.4% |
| t | 1338 | 0.2% |
| Other values (13) | 6558 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 591796 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 144533 | |
| l | 73198 | |
| a | 72613 | |
| 72613 | ||
| d | 72505 | |
| R | 72028 | |
| B | 72028 | |
| u | 2191 | 0.4% |
| o | 2191 | 0.4% |
| t | 1338 | 0.2% |
| Other values (13) | 6558 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 591796 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 144533 | |
| l | 73198 | |
| a | 72613 | |
| 72613 | ||
| d | 72505 | |
| R | 72028 | |
| B | 72028 | |
| u | 2191 | 0.4% |
| o | 2191 | 0.4% |
| t | 1338 | 0.2% |
| Other values (13) | 6558 | 1.1% |
cancellation_policy
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 MiB |
| strict | |
|---|---|
| flexible | |
| moderate | |
| super_strict_30 | 112 |
| super_strict_60 | 17 |
Length
| Max length | 15 |
|---|---|
| Median length | 8 |
| Mean length | 7.1385219 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | strict |
|---|---|
| 2nd row | strict |
| 3rd row | moderate |
| 4th row | flexible |
| 5th row | moderate |
Common Values
| Value | Count | Frequency (%) |
| strict | 32374 | |
| flexible | 22545 | |
| moderate | 19063 | |
| super_strict_30 | 112 | 0.2% |
| super_strict_60 | 17 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| strict | 32374 | |
| flexible | 22545 | |
| moderate | 19063 | |
| super_strict_30 | 112 | 0.2% |
| super_strict_60 | 17 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 84069 | |
| e | 83345 | |
| i | 55048 | |
| r | 51695 | |
| l | 45090 | |
| s | 32632 | 6.2% |
| c | 32503 | 6.1% |
| f | 22545 | 4.3% |
| x | 22545 | 4.3% |
| b | 22545 | 4.3% |
| Other values (10) | 77026 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 529043 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 84069 | |
| e | 83345 | |
| i | 55048 | |
| r | 51695 | |
| l | 45090 | |
| s | 32632 | 6.2% |
| c | 32503 | 6.1% |
| f | 22545 | 4.3% |
| x | 22545 | 4.3% |
| b | 22545 | 4.3% |
| Other values (10) | 77026 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 529043 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 84069 | |
| e | 83345 | |
| i | 55048 | |
| r | 51695 | |
| l | 45090 | |
| s | 32632 | 6.2% |
| c | 32503 | 6.1% |
| f | 22545 | 4.3% |
| x | 22545 | 4.3% |
| b | 22545 | 4.3% |
| Other values (10) | 77026 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 529043 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 84069 | |
| e | 83345 | |
| i | 55048 | |
| r | 51695 | |
| l | 45090 | |
| s | 32632 | 6.2% |
| c | 32503 | 6.1% |
| f | 22545 | 4.3% |
| x | 22545 | 4.3% |
| b | 22545 | 4.3% |
| Other values (10) | 77026 |
| Value | Count | Frequency (%) |
| True | 54403 | |
| False | 19708 | 26.6% |
city
Categorical
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.7 MiB |
| NYC | |
|---|---|
| LA | |
| SF | |
| DC | |
| Chicago |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 2.87458 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NYC |
|---|---|
| 2nd row | NYC |
| 3rd row | NYC |
| 4th row | SF |
| 5th row | DC |
Common Values
| Value | Count | Frequency (%) |
| NYC | 32349 | |
| LA | 22453 | |
| SF | 6434 | 8.7% |
| DC | 5688 | 7.7% |
| Chicago | 3719 | 5.0% |
| Boston | 3468 | 4.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| nyc | 32349 | |
| la | 22453 | |
| sf | 6434 | 8.7% |
| dc | 5688 | 7.7% |
| chicago | 3719 | 5.0% |
| boston | 3468 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 41756 | |
| N | 32349 | |
| Y | 32349 | |
| L | 22453 | |
| A | 22453 | |
| o | 10655 | 5.0% |
| F | 6434 | 3.0% |
| S | 6434 | 3.0% |
| D | 5688 | 2.7% |
| h | 3719 | 1.7% |
| Other values (8) | 28748 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 213038 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 41756 | |
| N | 32349 | |
| Y | 32349 | |
| L | 22453 | |
| A | 22453 | |
| o | 10655 | 5.0% |
| F | 6434 | 3.0% |
| S | 6434 | 3.0% |
| D | 5688 | 2.7% |
| h | 3719 | 1.7% |
| Other values (8) | 28748 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 213038 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 41756 | |
| N | 32349 | |
| Y | 32349 | |
| L | 22453 | |
| A | 22453 | |
| o | 10655 | 5.0% |
| F | 6434 | 3.0% |
| S | 6434 | 3.0% |
| D | 5688 | 2.7% |
| h | 3719 | 1.7% |
| Other values (8) | 28748 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 213038 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 41756 | |
| N | 32349 | |
| Y | 32349 | |
| L | 22453 | |
| A | 22453 | |
| o | 10655 | 5.0% |
| F | 6434 | 3.0% |
| S | 6434 | 3.0% |
| D | 5688 | 2.7% |
| h | 3719 | 1.7% |
| Other values (8) | 28748 |
description
Text
| Distinct | 73479 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 75.5 MiB |
Length
| Max length | 1000 |
|---|---|
| Median length | 1000 |
| Mean length | 762.68171 |
| Min length | 1 |
Unique
| Unique | 72975 ? |
|---|---|
| Unique (%) | 98.5% |
Sample
| 1st row | Beautiful, sunlit brownstone 1-bedroom in the loveliest neighborhood in Brooklyn. Blocks from the promenade and Brooklyn Bridge Park, with their stunning views of Manhattan, and from the great shopping and food. |
|---|---|
| 2nd row | Enjoy travelling during your stay in Manhattan. My place is centrally located near Times Square and Central Park with easy access to main subways as well as walking distance to many popular restaurants and bus tours. My place is close to the subway, Totto Ramen, Hell's Kitchen, Ippudo Westside, Empanada Mama, Intrepid Sea, Air & Space Museum. My place has three true bedrooms and one bathroom. The kitchen is stocked with stainless steel appliances like the Keurig machine. The living room is spacious and can accommodate another person thanks to the pull out bed. My place is centrally located to some of the top attractions in the city. Feel free to explore the entire apartment and do not worry about sharing the space with any strangers. This is all yours during your stay. I am available via text/email/phone for anything you might need. - Times Square - Rockefeller Plaza - Central Park - 5th Avenue Shopping -Broadway Theater District - Empire State Building - Hudson River Express Subwa |
| 3rd row | The Oasis comes complete with a full backyard with outdoor furniture to make the most of this summer vacation!! The unit has high ceilings, a completed renovation throughout, beautiful flood lighting and exposed brick! Best part, total seclusion. You share with no one! The entire unit is yours during your stay. It's a fully furnished apartment that can hold up to 5 people. The only items you need are a toothbrush and your luggage!!! The unit has high ceilings, a completed renovation throughout, beautiful flood lighting and exposed brick! Not to mention the large backyard complete with ourdoor furniture. Best part, total seclusion. You share with no one! The entire unit is yours during your stay. The entire unit and backyard Garden area My assistant is available off site via phone. Other than that, you will be alone for your stay. The neighborhood of central Harlem is very diverse and full of culture! We are a few blocks from Historic 125th Street, The Apollo Theatre, The Schomburg |
| 4th row | This light-filled home-away-from-home is super clean and comes with all of the modern amenities travelers could want. Located on a quiet street in the very trendy, super central Lower Haight neighborhood. 15 minutes to Superbowl City! Avail 2/4-2/8. Tucked away on a quaint and quiet one-way street just one block away from the restaurants, shops and bars on Haight Street. There are trains and buses just a block away to get around the city. Super central and trendy! |
| 5th row | Cool, cozy, and comfortable studio located in the heart of the city. Literally a 10 min walk to Columbia Heights metro where you'll find shopping, theater, bars and diverse restaurants. Fits two very well, and is very convenient to other great areas. Welcome home! It's in a diverse building, where you meet alot of international people. It's located around different embassies, whom may provide a tour. Theres tons of people from over the world! Tons of different restaurants, and cultural things to do. Less than a mile walk to Dupont Circle, U Street, Adams Morgan, Columbia Heights metro. Tons of buses, and underground metro at your fingertips I can provide groceries for an affordable fee |
| Value | Count | Frequency (%) |
| the | 431388 | 4.5% |
| and | 397823 | 4.1% |
| a | 277040 | 2.9% |
| to | 244175 | 2.5% |
| is | 190973 | 2.0% |
| in | 182645 | 1.9% |
| of | 158991 | 1.6% |
| with | 141925 | 1.5% |
| you | 101035 | 1.0% |
| 97252 | 1.0% | |
| Other values (97236) | 7442561 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9771175 | ||
| e | 4842280 | 8.6% |
| a | 3723357 | 6.6% |
| o | 3610804 | 6.4% |
| t | 3514255 | 6.2% |
| n | 2948896 | 5.2% |
| i | 2916768 | 5.2% |
| r | 2786943 | 4.9% |
| s | 2633670 | 4.7% |
| l | 2022797 | 3.6% |
| Other values (2982) | 17752159 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 56523104 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9771175 | ||
| e | 4842280 | 8.6% |
| a | 3723357 | 6.6% |
| o | 3610804 | 6.4% |
| t | 3514255 | 6.2% |
| n | 2948896 | 5.2% |
| i | 2916768 | 5.2% |
| r | 2786943 | 4.9% |
| s | 2633670 | 4.7% |
| l | 2022797 | 3.6% |
| Other values (2982) | 17752159 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 56523104 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9771175 | ||
| e | 4842280 | 8.6% |
| a | 3723357 | 6.6% |
| o | 3610804 | 6.4% |
| t | 3514255 | 6.2% |
| n | 2948896 | 5.2% |
| i | 2916768 | 5.2% |
| r | 2786943 | 4.9% |
| s | 2633670 | 4.7% |
| l | 2022797 | 3.6% |
| Other values (2982) | 17752159 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 56523104 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9771175 | ||
| e | 4842280 | 8.6% |
| a | 3723357 | 6.6% |
| o | 3610804 | 6.4% |
| t | 3514255 | 6.2% |
| n | 2948896 | 5.2% |
| i | 2916768 | 5.2% |
| r | 2786943 | 4.9% |
| s | 2633670 | 4.7% |
| l | 2022797 | 3.6% |
| Other values (2982) | 17752159 |
first_review
Date
Missing
| Distinct | 2554 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 15864 |
| Missing (%) | 21.4% |
| Memory size | 579.1 KiB |
| Minimum | 2008-11-17 00:00:00 |
|---|---|
| Maximum | 2017-10-05 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
host_has_profile_pic
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 188 |
| Missing (%) | 0.3% |
| Memory size | 144.9 KiB |
| True | |
|---|---|
| False | 226 |
| (Missing) | 188 |
| Value | Count | Frequency (%) |
| True | 73697 | |
| False | 226 | 0.3% |
| (Missing) | 188 | 0.3% |
host_identity_verified
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 188 |
| Missing (%) | 0.3% |
| Memory size | 144.9 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 188 |
| Value | Count | Frequency (%) |
| True | 49748 | |
| False | 24175 | |
| (Missing) | 188 | 0.3% |
host_response_rate
Text
Missing
| Distinct | 80 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 18299 |
| Missing (%) | 24.7% |
| Memory size | 3.4 MiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.7591557 |
| Min length | 2 |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 100% |
|---|---|
| 2nd row | 100% |
| 3rd row | 100% |
| 4th row | 100% |
| 5th row | 100% |
| Value | Count | Frequency (%) |
| 100 | 43254 | |
| 90 | 2277 | 4.1% |
| 80 | 1113 | 2.0% |
| 0 | 883 | 1.6% |
| 50 | 611 | 1.1% |
| 70 | 508 | 0.9% |
| 99 | 448 | 0.8% |
| 67 | 433 | 0.8% |
| 98 | 425 | 0.8% |
| 94 | 401 | 0.7% |
| Other values (70) | 5459 | 9.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 92456 | |
| % | 55812 | |
| 1 | 43724 | |
| 9 | 6307 | 3.0% |
| 8 | 3605 | 1.7% |
| 7 | 2254 | 1.1% |
| 6 | 1649 | 0.8% |
| 5 | 1599 | 0.8% |
| 3 | 1081 | 0.5% |
| 4 | 734 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 209806 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 92456 | |
| % | 55812 | |
| 1 | 43724 | |
| 9 | 6307 | 3.0% |
| 8 | 3605 | 1.7% |
| 7 | 2254 | 1.1% |
| 6 | 1649 | 0.8% |
| 5 | 1599 | 0.8% |
| 3 | 1081 | 0.5% |
| 4 | 734 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 209806 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 92456 | |
| % | 55812 | |
| 1 | 43724 | |
| 9 | 6307 | 3.0% |
| 8 | 3605 | 1.7% |
| 7 | 2254 | 1.1% |
| 6 | 1649 | 0.8% |
| 5 | 1599 | 0.8% |
| 3 | 1081 | 0.5% |
| 4 | 734 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 209806 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 92456 | |
| % | 55812 | |
| 1 | 43724 | |
| 9 | 6307 | 3.0% |
| 8 | 3605 | 1.7% |
| 7 | 2254 | 1.1% |
| 6 | 1649 | 0.8% |
| 5 | 1599 | 0.8% |
| 3 | 1081 | 0.5% |
| 4 | 734 | 0.3% |
host_since
Date
| Distinct | 3087 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 188 |
| Missing (%) | 0.3% |
| Memory size | 579.1 KiB |
| Minimum | 2008-03-03 00:00:00 |
|---|---|
| Maximum | 2017-10-04 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
instant_bookable
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 72.5 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 54660 | |
| True | 19451 | 26.2% |
last_review
Date
Missing
| Distinct | 1371 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 15827 |
| Missing (%) | 21.4% |
| Memory size | 579.1 KiB |
| Minimum | 2009-01-21 00:00:00 |
|---|---|
| Maximum | 2017-10-05 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
latitude
Real number (ℝ)
High correlation Unique
| Distinct | 74111 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.445958 |
| Minimum | 33.338905 |
|---|---|
| Maximum | 42.390437 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 579.1 KiB |
Quantile statistics
| Minimum | 33.338905 |
|---|---|
| 5-th percentile | 33.989601 |
| Q1 | 34.127908 |
| median | 40.662138 |
| Q3 | 40.746096 |
| 95-th percentile | 41.985322 |
| Maximum | 42.390437 |
| Range | 9.0515325 |
| Interquartile range (IQR) | 6.6181882 |
Descriptive statistics
| Standard deviation | 3.0801666 |
|---|---|
| Coefficient of variation (CV) | 0.080116785 |
| Kurtosis | -1.413862 |
| Mean | 38.445958 |
| Median Absolute Deviation (MAD) | 1.6688667 |
| Skewness | -0.53476625 |
| Sum | 2849268.4 |
| Variance | 9.4874261 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40.69652363 | 1 | < 0.1% |
| 40.76611542 | 1 | < 0.1% |
| 40.80810999 | 1 | < 0.1% |
| 37.77200448 | 1 | < 0.1% |
| 38.92562692 | 1 | < 0.1% |
| 37.75316405 | 1 | < 0.1% |
| 33.9804544 | 1 | < 0.1% |
| 34.04673741 | 1 | < 0.1% |
| 37.78112798 | 1 | < 0.1% |
| 33.99256298 | 1 | < 0.1% |
| Other values (74101) | 74101 |
| Value | Count | Frequency (%) |
| 33.33890467 | 1 | |
| 33.33900188 | 1 | |
| 33.33900666 | 1 | |
| 33.3393274 | 1 | |
| 33.34052097 | 1 | |
| 33.34091632 | 1 | |
| 33.34301097 | 1 | |
| 33.34328706 | 1 | |
| 33.34357368 | 1 | |
| 33.34362433 | 1 |
| Value | Count | Frequency (%) |
| 42.39043718 | 1 | |
| 42.39024754 | 1 | |
| 42.38990669 | 1 | |
| 42.38982827 | 1 | |
| 42.38978814 | 1 | |
| 42.38977245 | 1 | |
| 42.38968173 | 1 | |
| 42.38965277 | 1 | |
| 42.38953063 | 1 | |
| 42.38903148 | 1 |
longitude
Real number (ℝ)
High correlation Unique
| Distinct | 74111 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -92.397525 |
| Minimum | -122.5115 |
|---|---|
| Maximum | -70.985047 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 74111 |
| Negative (%) | 100.0% |
| Memory size | 579.1 KiB |
Quantile statistics
| Minimum | -122.5115 |
|---|---|
| 5-th percentile | -122.42291 |
| Q1 | -118.34237 |
| median | -76.996965 |
| Q3 | -73.95466 |
| 95-th percentile | -73.776479 |
| Maximum | -70.985047 |
| Range | 51.526453 |
| Interquartile range (IQR) | 44.387714 |
Descriptive statistics
| Standard deviation | 21.705322 |
|---|---|
| Coefficient of variation (CV) | -0.23491237 |
| Kurtosis | -1.7734749 |
| Mean | -92.397525 |
| Median Absolute Deviation (MAD) | 3.1454079 |
| Skewness | -0.40709996 |
| Sum | -6847673 |
| Variance | 471.121 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -73.99161685 | 1 | < 0.1% |
| -73.98903992 | 1 | < 0.1% |
| -73.94375584 | 1 | < 0.1% |
| -122.4316187 | 1 | < 0.1% |
| -77.03459552 | 1 | < 0.1% |
| -122.4295261 | 1 | < 0.1% |
| -118.4628207 | 1 | < 0.1% |
| -118.2604389 | 1 | < 0.1% |
| -122.5010952 | 1 | < 0.1% |
| -117.8959966 | 1 | < 0.1% |
| Other values (74101) | 74101 |
| Value | Count | Frequency (%) |
| -122.5115 | 1 | |
| -122.5109405 | 1 | |
| -122.5109053 | 1 | |
| -122.5096352 | 1 | |
| -122.5093674 | 1 | |
| -122.5093648 | 1 | |
| -122.5093356 | 1 | |
| -122.5092505 | 1 | |
| -122.5092319 | 1 | |
| -122.50916 | 1 |
| Value | Count | Frequency (%) |
| -70.9850466 | 1 | |
| -70.98935853 | 1 | |
| -70.99186148 | 1 | |
| -70.99916563 | 1 | |
| -71.00026054 | 1 | |
| -71.00046159 | 1 | |
| -71.00154803 | 1 | |
| -71.00176944 | 1 | |
| -71.0021228 | 1 | |
| -71.00461976 | 1 |
name
Text
| Distinct | 73359 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.0 MiB |
Length
| Max length | 179 |
|---|---|
| Median length | 73 |
| Mean length | 34.847715 |
| Min length | 1 |
Unique
| Unique | 72750 ? |
|---|---|
| Unique (%) | 98.2% |
Sample
| 1st row | Beautiful brownstone 1-bedroom |
|---|---|
| 2nd row | Superb 3BR Apt Located Near Times Square |
| 3rd row | The Garden Oasis |
| 4th row | Beautiful Flat in the Heart of SF! |
| 5th row | Great studio in midtown DC |
| Value | Count | Frequency (%) |
| in | 22336 | 5.2% |
| room | 12539 | 2.9% |
| 11187 | 2.6% | |
| private | 10305 | 2.4% |
| bedroom | 9114 | 2.1% |
| apartment | 7375 | 1.7% |
| cozy | 6242 | 1.5% |
| the | 6241 | 1.5% |
| apt | 5687 | 1.3% |
| studio | 5225 | 1.2% |
| Other values (18558) | 330418 |
Most occurring characters
| Value | Count | Frequency (%) |
| 355038 | 13.7% | |
| e | 187195 | 7.2% |
| o | 182717 | 7.1% |
| a | 147686 | 5.7% |
| t | 145892 | 5.6% |
| i | 135968 | 5.3% |
| n | 131309 | 5.1% |
| r | 130915 | 5.1% |
| l | 77952 | 3.0% |
| s | 69094 | 2.7% |
| Other values (1192) | 1018833 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2582599 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 355038 | 13.7% | |
| e | 187195 | 7.2% |
| o | 182717 | 7.1% |
| a | 147686 | 5.7% |
| t | 145892 | 5.6% |
| i | 135968 | 5.3% |
| n | 131309 | 5.1% |
| r | 130915 | 5.1% |
| l | 77952 | 3.0% |
| s | 69094 | 2.7% |
| Other values (1192) | 1018833 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2582599 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 355038 | 13.7% | |
| e | 187195 | 7.2% |
| o | 182717 | 7.1% |
| a | 147686 | 5.7% |
| t | 145892 | 5.6% |
| i | 135968 | 5.3% |
| n | 131309 | 5.1% |
| r | 130915 | 5.1% |
| l | 77952 | 3.0% |
| s | 69094 | 2.7% |
| Other values (1192) | 1018833 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2582599 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 355038 | 13.7% | |
| e | 187195 | 7.2% |
| o | 182717 | 7.1% |
| a | 147686 | 5.7% |
| t | 145892 | 5.6% |
| i | 135968 | 5.3% |
| n | 131309 | 5.1% |
| r | 130915 | 5.1% |
| l | 77952 | 3.0% |
| s | 69094 | 2.7% |
| Other values (1192) | 1018833 |
neighbourhood
Text
Missing
| Distinct | 619 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 6872 |
| Missing (%) | 9.3% |
| Memory size | 4.1 MiB |
Length
| Max length | 35 |
|---|---|
| Median length | 28 |
| Mean length | 11.865971 |
| Min length | 4 |
Unique
| Unique | 48 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Brooklyn Heights |
|---|---|
| 2nd row | Hell's Kitchen |
| 3rd row | Harlem |
| 4th row | Lower Haight |
| 5th row | Columbia Heights |
| Value | Count | Frequency (%) |
| east | 4862 | 4.3% |
| heights | 4530 | 4.0% |
| west | 3702 | 3.3% |
| side | 3484 | 3.1% |
| park | 3230 | 2.8% |
| hollywood | 3002 | 2.6% |
| williamsburg | 2862 | 2.5% |
| upper | 2602 | 2.3% |
| hill | 2555 | 2.3% |
| harlem | 2167 | 1.9% |
| Other values (607) | 80461 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 68774 | 8.6% |
| i | 58130 | 7.3% |
| a | 53368 | 6.7% |
| t | 50083 | 6.3% |
| o | 49977 | 6.3% |
| l | 49298 | 6.2% |
| 46224 | 5.8% | |
| s | 44487 | 5.6% |
| r | 44041 | 5.5% |
| n | 39745 | 5.0% |
| Other values (48) | 293729 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 797856 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 68774 | 8.6% |
| i | 58130 | 7.3% |
| a | 53368 | 6.7% |
| t | 50083 | 6.3% |
| o | 49977 | 6.3% |
| l | 49298 | 6.2% |
| 46224 | 5.8% | |
| s | 44487 | 5.6% |
| r | 44041 | 5.5% |
| n | 39745 | 5.0% |
| Other values (48) | 293729 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 797856 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 68774 | 8.6% |
| i | 58130 | 7.3% |
| a | 53368 | 6.7% |
| t | 50083 | 6.3% |
| o | 49977 | 6.3% |
| l | 49298 | 6.2% |
| 46224 | 5.8% | |
| s | 44487 | 5.6% |
| r | 44041 | 5.5% |
| n | 39745 | 5.0% |
| Other values (48) | 293729 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 797856 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 68774 | 8.6% |
| i | 58130 | 7.3% |
| a | 53368 | 6.7% |
| t | 50083 | 6.3% |
| o | 49977 | 6.3% |
| l | 49298 | 6.2% |
| 46224 | 5.8% | |
| s | 44487 | 5.6% |
| r | 44041 | 5.5% |
| n | 39745 | 5.0% |
| Other values (48) | 293729 |
number_of_reviews
Real number (ℝ)
Zeros
| Distinct | 371 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.900568 |
| Minimum | 0 |
|---|---|
| Maximum | 605 |
| Zeros | 15819 |
| Zeros (%) | 21.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 579.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 6 |
| Q3 | 23 |
| 95-th percentile | 95 |
| Maximum | 605 |
| Range | 605 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 37.828641 |
|---|---|
| Coefficient of variation (CV) | 1.8099336 |
| Kurtosis | 20.650051 |
| Mean | 20.900568 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 3.702835 |
| Sum | 1548962 |
| Variance | 1431.0061 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 15819 | |
| 1 | 7106 | 9.6% |
| 2 | 4750 | 6.4% |
| 3 | 3661 | 4.9% |
| 4 | 2912 | 3.9% |
| 5 | 2518 | 3.4% |
| 6 | 2032 | 2.7% |
| 7 | 1851 | 2.5% |
| 8 | 1678 | 2.3% |
| 9 | 1441 | 1.9% |
| Other values (361) | 30343 |
| Value | Count | Frequency (%) |
| 0 | 15819 | |
| 1 | 7106 | |
| 2 | 4750 | 6.4% |
| 3 | 3661 | 4.9% |
| 4 | 2912 | 3.9% |
| 5 | 2518 | 3.4% |
| 6 | 2032 | 2.7% |
| 7 | 1851 | 2.5% |
| 8 | 1678 | 2.3% |
| 9 | 1441 | 1.9% |
| Value | Count | Frequency (%) |
| 605 | 1 | |
| 542 | 1 | |
| 532 | 1 | |
| 530 | 1 | |
| 525 | 1 | |
| 505 | 1 | |
| 495 | 1 | |
| 492 | 1 | |
| 480 | 1 | |
| 474 | 1 |
review_scores_rating
Real number (ℝ)
Missing
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 16722 |
| Missing (%) | 22.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.067365 |
| Minimum | 20 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 579.1 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 92 |
| median | 96 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 80 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.8365561 |
|---|---|
| Coefficient of variation (CV) | 0.083307916 |
| Kurtosis | 20.021052 |
| Mean | 94.067365 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -3.3808606 |
| Sum | 5398432 |
| Variance | 61.411612 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 16215 | |
| 98 | 4374 | 5.9% |
| 97 | 4087 | 5.5% |
| 96 | 4081 | 5.5% |
| 95 | 3713 | 5.0% |
| 93 | 3647 | 4.9% |
| 90 | 2852 | 3.8% |
| 99 | 2631 | 3.6% |
| 94 | 2618 | 3.5% |
| 80 | 2163 | 2.9% |
| Other values (44) | 11008 | |
| (Missing) | 16722 |
| Value | Count | Frequency (%) |
| 20 | 97 | |
| 27 | 2 | < 0.1% |
| 30 | 4 | < 0.1% |
| 35 | 1 | < 0.1% |
| 40 | 90 | |
| 47 | 5 | < 0.1% |
| 49 | 1 | < 0.1% |
| 50 | 30 | < 0.1% |
| 53 | 10 | < 0.1% |
| 54 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 16215 | |
| 99 | 2631 | 3.6% |
| 98 | 4374 | 5.9% |
| 97 | 4087 | 5.5% |
| 96 | 4081 | 5.5% |
| 95 | 3713 | 5.0% |
| 94 | 2618 | 3.5% |
| 93 | 3647 | 4.9% |
| 92 | 2064 | 2.8% |
| 91 | 1615 | 2.2% |
thumbnail_url
URL
Missing
| Distinct | 65883 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 8216 |
| Missing (%) | 11.1% |
| Memory size | 9.0 MiB |
| https://a0.muscache.com/im/pictures/70087089/bc66229a_original.jpg?aki_policy=small | 3 |
|---|---|
| https://a0.muscache.com/im/pictures/4491e5c5-33f6-4704-9887-76a059f86fda.jpg?aki_policy=small | 2 |
| https://a0.muscache.com/im/pictures/28563531/1000de61_original.jpg?aki_policy=small | 2 |
| https://a0.muscache.com/im/pictures/105275678/2ec252ae_original.jpg?aki_policy=small | 2 |
| https://a0.muscache.com/im/pictures/23033013/54d62516_original.jpg?aki_policy=small | 2 |
| Other values (65878) | |
| (Missing) |
| Value | Count | Frequency (%) |
| https://a0.muscache.com/im/pictures/70087089/bc66229a_original.jpg?aki_policy=small | 3 | < 0.1% |
| https://a0.muscache.com/im/pictures/4491e5c5-33f6-4704-9887-76a059f86fda.jpg?aki_policy=small | 2 | < 0.1% |
| https://a0.muscache.com/im/pictures/28563531/1000de61_original.jpg?aki_policy=small | 2 | < 0.1% |
| https://a0.muscache.com/im/pictures/105275678/2ec252ae_original.jpg?aki_policy=small | 2 | < 0.1% |
| https://a0.muscache.com/im/pictures/23033013/54d62516_original.jpg?aki_policy=small | 2 | < 0.1% |
| https://a0.muscache.com/im/pictures/109405834/9a555e66_original.jpg?aki_policy=small | 2 | < 0.1% |
| https://a0.muscache.com/im/pictures/61042471/5543b0e0_original.jpg?aki_policy=small | 2 | < 0.1% |
| https://a0.muscache.com/im/pictures/95059281/d8bfc436_original.jpg?aki_policy=small | 2 | < 0.1% |
| https://a0.muscache.com/im/pictures/104667326/a7a2b145_original.jpg?aki_policy=small | 2 | < 0.1% |
| https://a0.muscache.com/im/pictures/623a5884-0613-4cbd-962f-bbd28c7f47bc.jpg?aki_policy=small | 2 | < 0.1% |
| Other values (65873) | 65874 | |
| (Missing) | 8216 | 11.1% |
| Value | Count | Frequency (%) |
| https | 65895 | |
| (Missing) | 8216 | 11.1% |
| Value | Count | Frequency (%) |
| a0.muscache.com | 65895 | |
| (Missing) | 8216 | 11.1% |
| Value | Count | Frequency (%) |
| /im/pictures/70087089/bc66229a_original.jpg | 3 | < 0.1% |
| /im/pictures/4491e5c5-33f6-4704-9887-76a059f86fda.jpg | 2 | < 0.1% |
| /im/pictures/28563531/1000de61_original.jpg | 2 | < 0.1% |
| /im/pictures/105275678/2ec252ae_original.jpg | 2 | < 0.1% |
| /im/pictures/23033013/54d62516_original.jpg | 2 | < 0.1% |
| /im/pictures/109405834/9a555e66_original.jpg | 2 | < 0.1% |
| /im/pictures/61042471/5543b0e0_original.jpg | 2 | < 0.1% |
| /im/pictures/95059281/d8bfc436_original.jpg | 2 | < 0.1% |
| /im/pictures/104667326/a7a2b145_original.jpg | 2 | < 0.1% |
| /im/pictures/623a5884-0613-4cbd-962f-bbd28c7f47bc.jpg | 2 | < 0.1% |
| Other values (65873) | 65874 | |
| (Missing) | 8216 | 11.1% |
| Value | Count | Frequency (%) |
| aki_policy=small | 65895 | |
| (Missing) | 8216 | 11.1% |
| Value | Count | Frequency (%) |
| 65895 | ||
| (Missing) | 8216 | 11.1% |
zipcode
Text
Missing
| Distinct | 769 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 966 |
| Missing (%) | 1.3% |
| Memory size | 3.8 MiB |
Length
| Max length | 31 |
|---|---|
| Median length | 5 |
| Mean length | 5.2435847 |
| Min length | 1 |
Unique
| Unique | 94 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 11201 |
|---|---|
| 2nd row | 10019 |
| 3rd row | 10027 |
| 4th row | 94117.0 |
| 5th row | 20009 |
| Value | Count | Frequency (%) |
| 11211.0 | 1368 | 1.9% |
| 90291 | 1274 | 1.7% |
| 11221 | 1188 | 1.6% |
| 94110 | 988 | 1.4% |
| 90046 | 967 | 1.3% |
| 20002 | 952 | 1.3% |
| 20009 | 923 | 1.3% |
| 20001 | 820 | 1.1% |
| 90028 | 782 | 1.1% |
| 10019 | 775 | 1.1% |
| Other values (757) | 63109 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 109061 | |
| 1 | 93334 | |
| 2 | 47937 | |
| 9 | 37281 | 9.7% |
| 6 | 21282 | 5.5% |
| 3 | 19109 | 5.0% |
| 4 | 18798 | 4.9% |
| 5 | 10106 | 2.6% |
| 7 | 9678 | 2.5% |
| . | 8857 | 2.3% |
| Other values (10) | 8099 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 383542 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 109061 | |
| 1 | 93334 | |
| 2 | 47937 | |
| 9 | 37281 | 9.7% |
| 6 | 21282 | 5.5% |
| 3 | 19109 | 5.0% |
| 4 | 18798 | 4.9% |
| 5 | 10106 | 2.6% |
| 7 | 9678 | 2.5% |
| . | 8857 | 2.3% |
| Other values (10) | 8099 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 383542 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 109061 | |
| 1 | 93334 | |
| 2 | 47937 | |
| 9 | 37281 | 9.7% |
| 6 | 21282 | 5.5% |
| 3 | 19109 | 5.0% |
| 4 | 18798 | 4.9% |
| 5 | 10106 | 2.6% |
| 7 | 9678 | 2.5% |
| . | 8857 | 2.3% |
| Other values (10) | 8099 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 383542 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 109061 | |
| 1 | 93334 | |
| 2 | 47937 | |
| 9 | 37281 | 9.7% |
| 6 | 21282 | 5.5% |
| 3 | 19109 | 5.0% |
| 4 | 18798 | 4.9% |
| 5 | 10106 | 2.6% |
| 7 | 9678 | 2.5% |
| . | 8857 | 2.3% |
| Other values (10) | 8099 | 2.1% |
bedrooms
Real number (ℝ)
High correlation Zeros
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 91 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.265793 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 6715 |
| Zeros (%) | 9.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 579.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.85214349 |
|---|---|
| Coefficient of variation (CV) | 0.67320918 |
| Kurtosis | 7.5841023 |
| Mean | 1.265793 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.9898487 |
| Sum | 93694 |
| Variance | 0.72614853 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1 | 49784 | |
| 2 | 11351 | 15.3% |
| 0 | 6715 | 9.1% |
| 3 | 4309 | 5.8% |
| 4 | 1330 | 1.8% |
| 5 | 355 | 0.5% |
| 6 | 106 | 0.1% |
| 7 | 38 | 0.1% |
| 8 | 14 | < 0.1% |
| 10 | 10 | < 0.1% |
| (Missing) | 91 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6715 | 9.1% |
| 1 | 49784 | |
| 2 | 11351 | 15.3% |
| 3 | 4309 | 5.8% |
| 4 | 1330 | 1.8% |
| 5 | 355 | 0.5% |
| 6 | 106 | 0.1% |
| 7 | 38 | 0.1% |
| 8 | 14 | < 0.1% |
| 9 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 10 | < 0.1% |
| 9 | 8 | < 0.1% |
| 8 | 14 | < 0.1% |
| 7 | 38 | 0.1% |
| 6 | 106 | 0.1% |
| 5 | 355 | 0.5% |
| 4 | 1330 | 1.8% |
| 3 | 4309 | 5.8% |
| 2 | 11351 | 15.3% |
| 1 | 49784 |
beds
Real number (ℝ)
High correlation
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 131 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7108678 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 579.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2541417 |
|---|---|
| Coefficient of variation (CV) | 0.73304422 |
| Kurtosis | 19.722605 |
| Mean | 1.7108678 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.3580002 |
| Sum | 126570 |
| Variance | 1.5728715 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 1 | 45144 | |
| 2 | 16704 | 22.5% |
| 3 | 6442 | 8.7% |
| 4 | 3065 | 4.1% |
| 5 | 1287 | 1.7% |
| 6 | 661 | 0.9% |
| 7 | 216 | 0.3% |
| 8 | 186 | 0.3% |
| 10 | 88 | 0.1% |
| 9 | 72 | 0.1% |
| Other values (8) | 115 | 0.2% |
| (Missing) | 131 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 1 | 45144 | |
| 2 | 16704 | 22.5% |
| 3 | 6442 | 8.7% |
| 4 | 3065 | 4.1% |
| 5 | 1287 | 1.7% |
| 6 | 661 | 0.9% |
| 7 | 216 | 0.3% |
| 8 | 186 | 0.3% |
| 9 | 72 | 0.1% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 16 | 38 | 0.1% |
| 15 | 6 | < 0.1% |
| 14 | 4 | < 0.1% |
| 13 | 10 | < 0.1% |
| 12 | 29 | < 0.1% |
| 11 | 23 | < 0.1% |
| 10 | 88 | |
| 9 | 72 | 0.1% |
| 8 | 186 |
Interactions
Correlations
| accommodates | bathrooms | bed_type | bedrooms | beds | cancellation_policy | city | cleaning_fee | host_has_profile_pic | host_identity_verified | id | instant_bookable | latitude | log_price | longitude | number_of_reviews | property_type | review_scores_rating | room_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| accommodates | 1.000 | 0.369 | 0.047 | 0.581 | 0.783 | 0.110 | 0.071 | 0.195 | 0.021 | 0.055 | -0.001 | 0.060 | -0.060 | 0.589 | -0.104 | 0.126 | 0.083 | -0.049 | 0.402 |
| bathrooms | 0.369 | 1.000 | 0.027 | 0.493 | 0.416 | 0.064 | 0.085 | 0.074 | 0.000 | 0.027 | -0.001 | 0.024 | -0.116 | 0.283 | -0.128 | -0.034 | 0.138 | 0.024 | 0.139 |
| bed_type | 0.047 | 0.027 | 1.000 | 0.037 | 0.044 | 0.022 | 0.015 | 0.032 | 0.006 | 0.018 | 0.000 | 0.029 | 0.016 | 0.057 | 0.015 | 0.004 | 0.036 | 0.000 | 0.177 |
| bedrooms | 0.581 | 0.493 | 0.037 | 1.000 | 0.641 | 0.083 | 0.061 | 0.140 | 0.006 | 0.028 | -0.003 | 0.017 | -0.047 | 0.408 | -0.068 | -0.006 | 0.095 | 0.010 | 0.311 |
| beds | 0.783 | 0.416 | 0.044 | 0.641 | 1.000 | 0.097 | 0.056 | 0.165 | 0.005 | 0.042 | -0.003 | 0.053 | -0.063 | 0.481 | -0.087 | 0.085 | 0.099 | -0.051 | 0.331 |
| cancellation_policy | 0.110 | 0.064 | 0.022 | 0.083 | 0.097 | 1.000 | 0.054 | 0.358 | 0.032 | 0.180 | 0.007 | 0.023 | 0.052 | 0.089 | 0.051 | 0.076 | 0.054 | 0.058 | 0.131 |
| city | 0.071 | 0.085 | 0.015 | 0.061 | 0.056 | 0.054 | 1.000 | 0.085 | 0.000 | 0.090 | 0.002 | 0.054 | 0.894 | 0.098 | 1.000 | 0.036 | 0.204 | 0.040 | 0.091 |
| cleaning_fee | 0.195 | 0.074 | 0.032 | 0.140 | 0.165 | 0.358 | 0.085 | 1.000 | 0.022 | 0.162 | 0.006 | 0.009 | 0.091 | 0.156 | 0.078 | 0.076 | 0.086 | 0.062 | 0.214 |
| host_has_profile_pic | 0.021 | 0.000 | 0.006 | 0.006 | 0.005 | 0.032 | 0.000 | 0.022 | 1.000 | 0.075 | 0.006 | 0.008 | 0.010 | 0.013 | 0.000 | 0.008 | 0.000 | 0.013 | 0.000 |
| host_identity_verified | 0.055 | 0.027 | 0.018 | 0.028 | 0.042 | 0.180 | 0.090 | 0.162 | 0.075 | 1.000 | 0.000 | 0.088 | 0.069 | 0.063 | 0.088 | 0.122 | 0.049 | 0.073 | 0.070 |
| id | -0.001 | -0.001 | 0.000 | -0.003 | -0.003 | 0.007 | 0.002 | 0.006 | 0.006 | 0.000 | 1.000 | 0.000 | -0.003 | -0.008 | -0.002 | -0.003 | 0.000 | -0.002 | 0.000 |
| instant_bookable | 0.060 | 0.024 | 0.029 | 0.017 | 0.053 | 0.023 | 0.054 | 0.009 | 0.008 | 0.088 | 0.000 | 1.000 | 0.051 | 0.054 | 0.028 | 0.070 | 0.055 | 0.081 | 0.029 |
| latitude | -0.060 | -0.116 | 0.016 | -0.047 | -0.063 | 0.052 | 0.894 | 0.091 | 0.010 | 0.069 | -0.003 | 0.051 | 1.000 | 0.005 | 0.745 | 0.004 | 0.188 | -0.045 | 0.094 |
| log_price | 0.589 | 0.283 | 0.057 | 0.408 | 0.481 | 0.089 | 0.098 | 0.156 | 0.013 | 0.063 | -0.008 | 0.054 | 0.005 | 1.000 | -0.162 | -0.033 | 0.105 | 0.085 | 0.497 |
| longitude | -0.104 | -0.128 | 0.015 | -0.068 | -0.087 | 0.051 | 1.000 | 0.078 | 0.000 | 0.088 | -0.002 | 0.028 | 0.745 | -0.162 | 1.000 | -0.031 | 0.239 | -0.071 | 0.079 |
| number_of_reviews | 0.126 | -0.034 | 0.004 | -0.006 | 0.085 | 0.076 | 0.036 | 0.076 | 0.008 | 0.122 | -0.003 | 0.070 | 0.004 | -0.033 | -0.031 | 1.000 | 0.059 | -0.261 | 0.026 |
| property_type | 0.083 | 0.138 | 0.036 | 0.095 | 0.099 | 0.054 | 0.204 | 0.086 | 0.000 | 0.049 | 0.000 | 0.055 | 0.188 | 0.105 | 0.239 | 0.059 | 1.000 | 0.040 | 0.166 |
| review_scores_rating | -0.049 | 0.024 | 0.000 | 0.010 | -0.051 | 0.058 | 0.040 | 0.062 | 0.013 | 0.073 | -0.002 | 0.081 | -0.045 | 0.085 | -0.071 | -0.261 | 0.040 | 1.000 | 0.044 |
| room_type | 0.402 | 0.139 | 0.177 | 0.311 | 0.331 | 0.131 | 0.091 | 0.214 | 0.000 | 0.070 | 0.000 | 0.029 | 0.094 | 0.497 | 0.079 | 0.026 | 0.166 | 0.044 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| id | log_price | property_type | room_type | amenities | accommodates | bathrooms | bed_type | cancellation_policy | cleaning_fee | city | description | first_review | host_has_profile_pic | host_identity_verified | host_response_rate | host_since | instant_bookable | last_review | latitude | longitude | name | neighbourhood | number_of_reviews | review_scores_rating | thumbnail_url | zipcode | bedrooms | beds | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 6901257 | 5.010635 | Apartment | Entire home/apt | {"Wireless Internet","Air conditioning",Kitchen,Heating,"Family/kid friendly",Essentials,"Hair dryer",Iron,"translation missing: en.hosting_amenity_50"} | 3 | 1.0 | Real Bed | strict | True | NYC | Beautiful, sunlit brownstone 1-bedroom in the loveliest neighborhood in Brooklyn. Blocks from the promenade and Brooklyn Bridge Park, with their stunning views of Manhattan, and from the great shopping and food. | 2016-06-18 | t | t | NaN | 2012-03-26 | f | 2016-07-18 | 40.696524 | -73.991617 | Beautiful brownstone 1-bedroom | Brooklyn Heights | 2 | 100.0 | https://a0.muscache.com/im/pictures/6d7cbbf7-c034-459c-bc82-6522c957627c.jpg?aki_policy=small | 11201 | 1.0 | 1.0 |
| 1 | 6304928 | 5.129899 | Apartment | Entire home/apt | {"Wireless Internet","Air conditioning",Kitchen,Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"translation missing: en.hosting_amenity_50"} | 7 | 1.0 | Real Bed | strict | True | NYC | Enjoy travelling during your stay in Manhattan. My place is centrally located near Times Square and Central Park with easy access to main subways as well as walking distance to many popular restaurants and bus tours. My place is close to the subway, Totto Ramen, Hell's Kitchen, Ippudo Westside, Empanada Mama, Intrepid Sea, Air & Space Museum. My place has three true bedrooms and one bathroom. The kitchen is stocked with stainless steel appliances like the Keurig machine. The living room is spacious and can accommodate another person thanks to the pull out bed. My place is centrally located to some of the top attractions in the city. Feel free to explore the entire apartment and do not worry about sharing the space with any strangers. This is all yours during your stay. I am available via text/email/phone for anything you might need. - Times Square - Rockefeller Plaza - Central Park - 5th Avenue Shopping -Broadway Theater District - Empire State Building - Hudson River Express Subwa | 2017-08-05 | t | f | 100% | 2017-06-19 | t | 2017-09-23 | 40.766115 | -73.989040 | Superb 3BR Apt Located Near Times Square | Hell's Kitchen | 6 | 93.0 | https://a0.muscache.com/im/pictures/348a55fe-4b65-452a-b48a-bfecb3b58a66.jpg?aki_policy=small | 10019 | 3.0 | 3.0 |
| 2 | 7919400 | 4.976734 | Apartment | Entire home/apt | {TV,"Cable TV","Wireless Internet","Air conditioning",Kitchen,Breakfast,"Buzzer/wireless intercom",Heating,"Family/kid friendly","Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","translation missing: en.hosting_amenity_50"} | 5 | 1.0 | Real Bed | moderate | True | NYC | The Oasis comes complete with a full backyard with outdoor furniture to make the most of this summer vacation!! The unit has high ceilings, a completed renovation throughout, beautiful flood lighting and exposed brick! Best part, total seclusion. You share with no one! The entire unit is yours during your stay. It's a fully furnished apartment that can hold up to 5 people. The only items you need are a toothbrush and your luggage!!! The unit has high ceilings, a completed renovation throughout, beautiful flood lighting and exposed brick! Not to mention the large backyard complete with ourdoor furniture. Best part, total seclusion. You share with no one! The entire unit is yours during your stay. The entire unit and backyard Garden area My assistant is available off site via phone. Other than that, you will be alone for your stay. The neighborhood of central Harlem is very diverse and full of culture! We are a few blocks from Historic 125th Street, The Apollo Theatre, The Schomburg | 2017-04-30 | t | t | 100% | 2016-10-25 | t | 2017-09-14 | 40.808110 | -73.943756 | The Garden Oasis | Harlem | 10 | 92.0 | https://a0.muscache.com/im/pictures/6fae5362-9e3a-4fa9-aa54-bbd5ea26538d.jpg?aki_policy=small | 10027 | 1.0 | 3.0 |
| 3 | 13418779 | 6.620073 | House | Entire home/apt | {TV,"Cable TV",Internet,"Wireless Internet",Kitchen,"Indoor fireplace","Buzzer/wireless intercom",Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials} | 4 | 1.0 | Real Bed | flexible | True | SF | This light-filled home-away-from-home is super clean and comes with all of the modern amenities travelers could want. Located on a quiet street in the very trendy, super central Lower Haight neighborhood. 15 minutes to Superbowl City! Avail 2/4-2/8. Tucked away on a quaint and quiet one-way street just one block away from the restaurants, shops and bars on Haight Street. There are trains and buses just a block away to get around the city. Super central and trendy! | NaN | t | t | NaN | 2015-04-19 | f | NaN | 37.772004 | -122.431619 | Beautiful Flat in the Heart of SF! | Lower Haight | 0 | NaN | https://a0.muscache.com/im/pictures/72208dad-9c86-41ea-a735-43d933111063.jpg?aki_policy=small | 94117.0 | 2.0 | 2.0 |
| 4 | 3808709 | 4.744932 | Apartment | Entire home/apt | {TV,Internet,"Wireless Internet","Air conditioning",Kitchen,"Elevator in building",Heating,"Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Shampoo} | 2 | 1.0 | Real Bed | moderate | True | DC | Cool, cozy, and comfortable studio located in the heart of the city. Literally a 10 min walk to Columbia Heights metro where you'll find shopping, theater, bars and diverse restaurants. Fits two very well, and is very convenient to other great areas. Welcome home! It's in a diverse building, where you meet alot of international people. It's located around different embassies, whom may provide a tour. Theres tons of people from over the world! Tons of different restaurants, and cultural things to do. Less than a mile walk to Dupont Circle, U Street, Adams Morgan, Columbia Heights metro. Tons of buses, and underground metro at your fingertips I can provide groceries for an affordable fee | 2015-05-12 | t | t | 100% | 2015-03-01 | t | 2017-01-22 | 38.925627 | -77.034596 | Great studio in midtown DC | Columbia Heights | 4 | 40.0 | NaN | 20009 | 0.0 | 1.0 |
| 5 | 12422935 | 4.442651 | Apartment | Private room | {TV,"Wireless Internet",Heating,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials,Hangers,"Laptop friendly workspace"} | 2 | 1.0 | Real Bed | strict | True | SF | Beautiful private room overlooking scenic views in San Francisco's upscale Noe Valley neighborhood. You'll have your own bedroom, queen bed, dresser, wardrobe, smart TV, workstation, desk&chair, WiFi, and kitchen. Fresh towels and linens are provided for your convenience. MUNI bus stop and all tech shuttles are around the corner, J-Church subway is 5-minute walk away. Restaurants, bars, and cafes are around the corner. Ideal location for experiencing SF or commuting to Silicon Valley. We'll provide 100% cotton sheets and fresh towels. You'll have access to the full size bathroom as well as the kitchen. We'll also provide high speed business class WiFi internet, as well as HBO and Net"ix on your private TV. Guests will have access to kitchen and bathroom in addition to their private bedroom. We'll interact with you as much as you'd like to make your stay as comfortable as possible. We are available if you need us but will not disturb you otherwise. One of the sunniest neighborhoods in S | 2017-08-27 | t | t | 100% | 2017-06-07 | t | 2017-09-05 | 37.753164 | -122.429526 | Comfort Suite San Francisco | Noe Valley | 3 | 100.0 | https://a0.muscache.com/im/pictures/82509143-4b21-44eb-a556-e3c1e0afac60.jpg?aki_policy=small | 94131 | 1.0 | 1.0 |
| 6 | 11825529 | 4.418841 | Apartment | Entire home/apt | {TV,Internet,"Wireless Internet","Air conditioning",Pool,Kitchen,"Free parking on premises",Gym,"Elevator in building","Hot tub",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,Hangers,"Hair dryer","Laptop friendly workspace"} | 3 | 1.0 | Real Bed | moderate | True | LA | Warm and cozy studio with full kitchen and bathroom. Big balcony. Parking included. Walk to the beach, rent a bike, eat at variety of restaurants, see boats at Marina harbor! Great location! Friendly neighborhood! Meet locals at "Cow's End" famous coffee and wrap cafe. Great experience all around. This is a non smoking apartment. Warm and cozy studio with full kitchen and bathroom. Big balcony. Parking included. Walk to the beach, rent a bike, eat at variety of restaurants, see boats at Marina harbor! Great location! Friendly neighborhood! Meet locals at "Cow's End" famous coffee and wrap cafe. Great experience all around. Close to the beach, lots of entertainment, balcony, full kitchen. Gated parking, swimming pool, beach activities, Venice Beach, Marina Harbor At the check in, to deliver the keys. Quite peaceful place, friendly locals, fresh ocean breeze, Venice canals, marina harbor. Yes, the is Bus and uber Gated parking, swimming pool, beach activities, Venice Beach, Marina Har | 2017-03-10 | t | f | 100% | 2017-03-03 | t | 2017-04-21 | 33.980454 | -118.462821 | Beach Town Studio and Parking!!!11h | NaN | 15 | 97.0 | https://a0.muscache.com/im/pictures/4c920c60-43dc-4169-a0da-ccf37f1d7a94.jpg?aki_policy=small | 90292 | 1.0 | 1.0 |
| 7 | 13971273 | 4.787492 | Condominium | Entire home/apt | {TV,"Cable TV","Wireless Internet","Wheelchair accessible",Pool,Kitchen,"Free parking on premises",Doorman,Dog(s),Cat(s),"Other pet(s)","Elevator in building","Hot tub","Buzzer/wireless intercom",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer"} | 2 | 1.0 | Real Bed | moderate | True | LA | Arguably the best location (and safest) in downtown LA. Steps away from Staples Center, LA Live, LA Convention Center, 2 metro stations. Next door to FIDM. Convenience: Starbucks & cleaner in the building. Ralph's across the street. FREE ASSIGNED GATED INDOOR PARKING. FREE WIFI. Fully stocked kitchen. PANORAMIC view of DTLA neighborhoods and LA Live, on your private balcony that spans the entire living room and bedroom. Luxury hotel-style living with concierge, lobby, pool, jacuzzi, etc! Bright, airy and cozy 1 bedroom condo - all to yourself! 1 assigned parking space (indoor, gated), at no additional charge. Condo is located in South Park, the sub-neighborhood of Downtown LA with premium luxury high rise buildings (Ritz-Carlton, EVO, and many more). It is next to the Financial District and a stone's throw away from Korea Town and Little Tokyo. Several blocks away from 4 major freeways: 110, 5, 10 and 101. Several blocks away from 4 major freeways: 110, 5, 10 and 101. 3 blocks aw | 2016-12-16 | t | t | 100% | 2013-05-18 | f | 2017-04-12 | 34.046737 | -118.260439 | Near LA Live, Staple's. Starbucks inside. OWN VIEW | Downtown | 9 | 93.0 | https://a0.muscache.com/im/pictures/61bd05d5-c4db-4c49-9f87-c0981c2d83b9.jpg?aki_policy=small | 90015 | 1.0 | 1.0 |
| 8 | 180792 | 4.787492 | House | Private room | {TV,"Cable TV","Wireless Internet","Pets live on this property",Dog(s),Heating,"Smoke detector","First aid kit",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer","Private entrance","Hot water","Bed linens","Extra pillows and blankets","Coffee maker",Refrigerator,"Dishes and silverware","Garden or backyard"} | 2 | 1.0 | Real Bed | moderate | True | SF | Garden Studio with private entrance from the street and garden patio sitting area in a charming house in front of Lincoln Park(URL HIDDEN) Queen bed, en suite bathroom and Breakfast bar. Quiet neighborhood away from the crowds. Great location. Your private entrance leads to a beautiful garden-patio,an excellent place to enjoy a cup of coffee or a glass of wine. When you enter to your private room you will find a comfortable Queen size bed, en suite bathroom,closet, a table for two and a Breakfast Bar area with mini-fridge, coffee maker,kettle, toaster oven and few goodies awaiting for you. Please note, there is no kitchen. Flat screen CableTV, Free Wifi and maps of the area as well. This is a studio in a garden level of a private home. Our family living space is above it and there can be a modest amount of noise briefly in the morning and again in the evening. People enjoy having their own separate entrance, an added bonus to an already great and welcoming space. W | 2016-02-13 | t | f | 100% | 2015-06-04 | f | 2017-09-24 | 37.781128 | -122.501095 | Cozy Garden Studio - Private Entry | Richmond District | 159 | 99.0 | https://a0.muscache.com/im/pictures/0ed6c128-7d60-4e05-b3bf-63158a230f70.jpg?aki_policy=small | 94121 | 1.0 | 1.0 |
| 9 | 5385260 | 3.583519 | House | Private room | {"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises",Heating,"Family/kid friendly",Washer,Essentials,Shampoo,Hangers,"Hair dryer","Laptop friendly workspace","translation missing: en.hosting_amenity_50"} | 2 | 1.0 | Real Bed | moderate | True | LA | Quiet community. Close to supermarkets,restaurants,60 freeway.Looking forward to provide you with high quality service 安全宁静的街区, 近华人及韩国超市,餐厅,近60号高速。欢迎旅行商住 宽敞、明亮、干净、整洁、出入方便 Available kitchen,laundry,living room 可使用厨房洗衣间及客厅 Anytime contact with message or email.phone call available 9am to 7pm. 任何时间的信息和邮箱都可以。电话请在太平洋时间早上9点至晚上7点之间 房客须知: 1、房客之间不允许私下擅自更换房间,必须经由管理员,以及双方房客许可,由管理员监督更换房间。 1, between the tenants are not allowed to privately change the room, must be by the administrator, and the two sides permit tenants, supervise the replacement of the room by the administrator. 2、请认准自己预定房间的号码拿取钥匙,不得进入非预定房间。 2, please look for their own room number to pick up the key, not to enter the not you booking room. 3、预定房间请看准描述选定房间,如描述不清请向管理员咨询,预定后既视为认可不给予任何更换。 3, booking room, please see the description of the selected room, such as the description is unclear, please ask to the administrator, when confired booked room,we don't given any replacement. 4、请自行确认是否预定想要的房源,如不清楚请及时询问管理员,如确认预定,管理员既视为满意本房源,不再对预定进行 | 2017-04-03 | t | f | 100% | 2017-03-12 | t | 2017-04-16 | 33.992563 | -117.895997 | No.7 Queen Size Cozy Room 舒适大床房 | NaN | 2 | 90.0 | https://a0.muscache.com/im/pictures/8d2f08ce-bf65-4018-a7b0-18823a7882a7.jpg?aki_policy=small | 91748 | 1.0 | 1.0 |
| id | log_price | property_type | room_type | amenities | accommodates | bathrooms | bed_type | cancellation_policy | cleaning_fee | city | description | first_review | host_has_profile_pic | host_identity_verified | host_response_rate | host_since | instant_bookable | last_review | latitude | longitude | name | neighbourhood | number_of_reviews | review_scores_rating | thumbnail_url | zipcode | bedrooms | beds | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 74101 | 18077717 | 4.584967 | Apartment | Private room | {TV,Internet,"Wireless Internet",Pool,Kitchen,"Free parking on premises",Heating,Washer,Dryer,"Smoke detector",Shampoo,"Hair dryer"} | 1 | 1.0 | Real Bed | moderate | True | LA | A great comfortable bedroom available in the heart of Santa Monica. Two blocks from 3rd Street Promenade and just a few blocks from the beach. Walk to many wonderful restaurants and shops. | 2016-03-26 | t | t | 100% | 2014-04-01 | f | 2017-04-11 | 34.020021 | -118.498239 | Cozy room in heart of Santa Monica! | NaN | 4 | 90.0 | https://a0.muscache.com/im/pictures/9dc32319-3ca5-4140-a7db-abff00e2ca87.jpg?aki_policy=small | 90403 | 1.0 | 1.0 |
| 74102 | 7935934 | 4.110874 | Villa | Shared room | {TV,"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises",Breakfast,"Indoor fireplace",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace"} | 10 | 3.0 | Real Bed | flexible | False | LA | The price is for room. You will share the house with my family . 我的房源适合情侣、独自旅行的冒险家、商务旅行者、有小孩的家庭、大型团体。 Single-family house located at West Hills Residential area of L.A. There are 4 private rooms with 2 bathrooms for rent, in a very nice neighbourhood. You will stay with my family and my son(1 year old) will give you a passionate welcome. U will share the house with my (URL HIDDEN) house is in West Hills (91307). 2 people per ROOM only! keep quite and gentle! | 2017-01-01 | t | f | 100% | 2013-07-01 | f | 2017-01-01 | 34.199671 | -118.618070 | UR SWEET HOME IN LA | West Hills | 1 | 80.0 | https://a0.muscache.com/im/pictures/27fea634-a93e-450d-951a-41ef9f3abab8.jpg?aki_policy=small | 91307 | 1.0 | 10.0 |
| 74103 | 11829011 | 5.135798 | Apartment | Entire home/apt | {TV,"Cable TV",Internet,"Wireless Internet","Air conditioning","Wheelchair accessible",Gym,Elevator,"Indoor fireplace",Heating,"Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,"24-hour check-in",Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Self Check-In",Doorman} | 2 | 1.0 | Real Bed | moderate | True | SF | CENTRALLY LOCATED Studio Unit in the WorldMark® by Wyndham San Francisco Resort. Super convenient downtown spot. Walk to Union Square and Moscone. 24/7 front desk for your late check-in convenience, early luggage storage, and general assistance. Exciting urban location: 2 blocks from Union Square, a short walk to Chinatown and Nob Hill. The famous Powell Street Cable Car stops just one block away, and public transportation on the Bay Area Rapid Transit system (Bart) is nearby. This WorldMark® by Wyndham resort is in RCI Silver Crown category. So you know it's a high quality resort. And with the consistent high standard of WorldMark resorts, you are not entering the Airbnb lottery here. You can be assured that you're staying at a professionally managed resort and enjoying a comfortable and welcoming stay. Try WorldMark once and you would want to come back! Some units are actually more spacious than an hotel room. Others are cozy. All are well equipped, and nicer than most hote | 2011-12-10 | t | f | 100% | 2011-09-26 | f | 2015-11-13 | 37.789989 | -122.407384 | WorldMark W'ndm Union Square Studio | Union Square | 24 | 98.0 | https://a0.muscache.com/im/pictures/9a99e2de-c163-4fdb-aed3-b054f9324920.jpg?aki_policy=small | 94108 | 1.0 | 1.0 |
| 74104 | 14934112 | 4.356709 | Apartment | Entire home/apt | {TV,"Cable TV",Internet,"Wireless Internet","Air conditioning","Wheelchair accessible",Pool,Kitchen,Doorman,Gym,"Elevator in building",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace"} | 2 | 1.0 | Real Bed | strict | True | Chicago | *Location location location!!! 1B,1BA available at State and Rush: center of Gold Coast premium real estate, retail and restaurants! Fully furnished, huge closets, free wifi and direct TV, updated gym and laundry in building. *Friendly neighbors and 24hr security doormen. *Walking distance to red line stop (Chicago or Division ) Entire apt is yours. 1000 square feet. Private balcony w view. Utilities, Gym, laundry, free wifi and cable, Varies. I prefer to respect their privacy if requested. I am a socialite so I love meeting new people and making new friends! Walking distance to everything: *Oak street elite boutiques *Michigan Ave-Magnificent Mile *Barney's, Bloomingdales and Water Tower *Oak Street and North Ave beaches *Red line train is 2 blocks away *Starbucks *Gibson's Steakhouse *Tavern on Rush *Lou Malnatis famous deep dish pizza *The Original Pancake House *Dublin's Irish Pub *Division and State street bar crawl 2 blocks from the red line. Bus stop right infront I am prett | 2014-04-28 | t | t | 100% | 2014-03-01 | f | 2017-04-08 | 41.909067 | -87.623046 | Gold Coast Specialty | NaN | 6 | 100.0 | https://a0.muscache.com/im/pictures/32922903/b57ee870_original.jpg?aki_policy=small | 60610 | 1.0 | 1.0 |
| 74105 | 808802 | 4.248495 | House | Private room | {TV,Internet,"Wireless Internet","Air conditioning",Kitchen,"Free parking on premises","Pets live on this property",Heating,Washer,Dryer,"Smoke detector","24-hour check-in",Hangers} | 2 | 1.0 | Real Bed | moderate | True | LA | Perfect for 1 person, will accept couples at additional fee. Large closet with mirrored door. Your very own bathroom with shower! Tons of restaurant options, Free street parking or a gated parking space! A sweet shy dog, large shared kitchen, dining area, living room! Free wifi! WELCOME TO WeHo!!! This is a room in a small house behind a larger house, with gate entry for vehicle or just yourself! Close to Runyon Canyon, and much more! We have a company clean our house every few weeks, but we like to keep the place spotless in between visits! My dog usually hangs in my bed room while I'm at work. She's shy but very loving. House trained with a dog walker. She also does a few tricks! We share a living room, kitchen, and dining room with you! Washer and dryer, dishwasher, walking distance to tons of places! You have a private bathroom attached to your room. The room is furnished with a full bed and plenty of clean towels! Large closet with mirrors, dresser, and night stand. There is litt | 2016-03-25 | t | t | 75% | 2015-03-18 | f | 2017-02-19 | 34.092640 | -118.343921 | Private Bed/Bathroom in Cute House! | NaN | 36 | 91.0 | https://a0.muscache.com/im/pictures/ae2e48de-6045-49a7-a3bb-7dc1a9459a63.jpg?aki_policy=small | 90038 | 1.0 | 1.0 |
| 74106 | 14549287 | 4.605170 | Apartment | Private room | {} | 1 | 1.0 | Real Bed | flexible | False | NYC | one room in bushwick apt | NaN | t | t | NaN | 2013-03-24 | f | NaN | 40.709025 | -73.939405 | one room bushwick | Williamsburg | 0 | NaN | https://a0.muscache.com/im/pictures/55162426/6016bc16_original.jpg?aki_policy=small | 11206.0 | 1.0 | 1.0 |
| 74107 | 13281809 | 5.043425 | Apartment | Entire home/apt | {TV,"Cable TV",Internet,"Wireless Internet",Kitchen,"Free parking on premises",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector",Essentials,Shampoo,Hangers,"Hair dryer","translation missing: en.hosting_amenity_50"} | 4 | 2.0 | Real Bed | moderate | True | LA | Located on the Pacific Coast Highway, this apartment is extremely spacious and convenient to downtown Hermosa Beach and Hermosa Beach Pier. There are 2 bedrooms with 2 double beds in each. Enjoy easy access to public transportation (bus stop right next door), or a dedicated parking space is available. | 2016-08-15 | t | f | 100% | 2016-05-03 | f | 2017-04-15 | 33.871549 | -118.396053 | Spacious Hermosa 2 BR on PCH | Hermosa Beach | 16 | 93.0 | https://a0.muscache.com/im/pictures/2b86560b-a94e-427c-bafd-7971a3edca9b.jpg?aki_policy=small | 90254 | 2.0 | 4.0 |
| 74108 | 18688039 | 5.220356 | Apartment | Entire home/apt | {TV,Internet,"Wireless Internet","Air conditioning",Kitchen,Gym,Elevator,"Buzzer/wireless intercom",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Hot water","Bed linens",Microwave,"Coffee maker",Refrigerator,Dishwasher,"Dishes and silverware","Cooking basics",Oven,Stove} | 5 | 1.0 | Real Bed | moderate | True | NYC | A modern apartment located in East Williamsburg. It's a place to see everything Brooklyn has to offer, from interesting restaurants, hidden breweries and the region's long-time residents. You can explore the neighborhood, including nearby Bushwick or hop on the subway and be in Manhattan in 10 minutes. The apartment has a rooftop overlooking the city, hardwood floors, a fully stocked kitchen and plenty of space for your group. It's a great modern apartment with all the amenities one could need for a home-away-from-home stay. Located in a part of Williamsburg that's surrounded by cool places but also with plenty of history. You'll have access to my entire apartment, of course, as long with the building facilities. This includes a gym with weights and running machines, a rooftop with furniture and city view, along a recreation room and laundry machines. There's also an off-street bike rack guests can use. I don't pay for parking, so you'll have to park on the street. It's unpermited and | 2015-01-03 | t | t | 100% | 2012-01-05 | t | 2017-09-10 | 40.706749 | -73.942377 | Modern 2 Bedroom Apartment in Williamsburg | Williamsburg | 43 | 94.0 | https://a0.muscache.com/im/pictures/7fbe448c-5293-4a22-a83e-54c8bc1bbf0d.jpg?aki_policy=small | 11206.0 | 2.0 | 2.0 |
| 74109 | 17045948 | 5.273000 | Apartment | Entire home/apt | {TV,"Wireless Internet","Air conditioning",Kitchen,Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace"} | 2 | 1.0 | Real Bed | strict | True | NYC | Fully renovated, designer's studio located in one of the most desirable areas of Manhattan (West Village/Chelsea). Comfortable bed, sofa, 50' TV with Netflix & Amazon Prime, full kitchen with dishwasher and all the necessities for cooking. Apartment is on the 2nd floor (only 1 flight up). Access to everything in the apartment, but nothing should go out of the apartment:) I am always available upon request. I always try to make my guest's experience as pleasant as possible. If you need directions, advice, transportation etc all you need to do is ask. | NaN | t | f | 100% | 2017-09-17 | t | NaN | 40.738535 | -74.000157 | Designer's Apartment in HEART of NYC | West Village | 0 | NaN | https://a0.muscache.com/im/pictures/b3971b63-06d9-4417-86ca-e6b40c22edca.jpg?aki_policy=small | 10011 | 0.0 | 2.0 |
| 74110 | 3534845 | 4.852030 | Boat | Entire home/apt | {TV,Internet,"Wireless Internet",Kitchen,"Free parking on premises",Heating,"Family/kid friendly","Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,"24-hour check-in",Hangers,"Hair dryer","Laptop friendly workspace"} | 4 | 1.0 | Real Bed | moderate | False | LA | You will stay-aboard the Island Trader at one of the largest ports in the world, You're right in the heart of downtown Long Beach California, walking distant to many events and shopping, including the Long Beach Convention Center, Conference Center, The Queen Mary Ship, The Pike, Pine Street the Pacific Aquarium and much more. (Island Trader) is a private commercial charter boat as well, so if you would like to take a private harbor, sunset or whale watching during your stay just let us know. The Island Trader has comfortable sleeping quarters for up to four people, there is a bathroom onboard, fresh water, a galley with a refrigerator, toaster and microwave oven . Private hot showers are available with just a short walk up on the docks. Towels and linen are provided. Directv and Free WIFI Start your day with a unique shopping experience at Shoreline Village with all of its specialty shops. Next, take a walk over to the Long Beach Aquarium of the Pacific and take a journey of discovery | 2013-09-05 | t | t | 100% | 2012-11-26 | f | 2017-04-30 | 33.761096 | -118.192409 | Cozy Boat at Shoreline Village | Long Beach | 205 | 96.0 | https://a0.muscache.com/im/pictures/22968537/da0156bc_original.jpg?aki_policy=small | 90802 | 1.0 | 2.0 |